| id | inno-experiment-dev |
| name | inno-experiment-dev |
| version | 1.0.0 |
| description | Creates implementation plan, writes project code with judge feedback loop, and submits final experiment run. |
| stages | ["experiment"] |
| tools | ["read_file","search_project","write_file"] |
| summary | Creates implementation plan, writes project code with judge feedback loop, and submits final experiment run. Use after code-survey in both Idea and Plan branches. |
| primaryIntent | experiment |
| intents | ["experiment"] |
| capabilities | ["research-planning"] |
| domains | ["general"] |
| keywords | ["inno-experiment-dev","experiment dev","research-planning","inno","experiment","dev","creates","implementation","plan","writes","project","code"] |
| source | builtin |
| status | verified |
| upstream | {"repo":"dr-claw","path":"skills/inno-experiment-dev","revision":"8322dc4ef575affaa374aa7922c0a0971c6db7d7"} |
| resourceFlags | {"hasReferences":true,"hasScripts":false,"hasTemplates":false,"hasAssets":false,"referenceCount":3,"scriptCount":0,"templateCount":0,"assetCount":0,"optionalScripts":false} |
inno-experiment-dev
Canonical Summary
Creates implementation plan, writes project code with judge feedback loop, and submits final experiment run. Use after code-survey in both Idea and Plan branches.
Trigger Rules
Use this skill when the user request matches its research workflow scope. Prefer the bundled resources instead of recreating templates or reference material. Keep outputs traceable to project files, citations, scripts, or upstream evidence.
Resource Use Rules
- Read from
references/ only when the current task needs the extra detail.
Execution Contract
- Resolve every relative path from this skill directory first.
- Prefer inspection before mutation when invoking bundled scripts.
- If a required runtime, CLI, credential, or API is unavailable, explain the blocker and continue with the best manual fallback instead of silently skipping the step.
- Do not write generated artifacts back into the skill directory; save them inside the active project workspace.
Upstream Instructions
Inno Experiment Dev (Planning, Implementation, and Submission)
Merges the former inno-implementation-plan, inno-ml-dev-iteration, and the submit step of inno-experiment-submit-refine. Mirrors _create_implementation_plan (830-858), _implement_and_iterate (861-920), and the submit portion of _submit_and_refine_experiments (922-945) in run_infer_idea_ours.py.
Inputs
| Variable | Source | Description |
|---|
survey_res | inno-idea-generation or user | The finalized selected idea (or refined_for_downstream) |
references | pipeline config | Pre-formatted string of source papers |
updated_prepare_res | inno-prepare-resources | JSON with reference_codebases and reference_paths |
code_survey_res | inno-code-survey | Comprehensive implementation report / model survey notes |
dataset_description | from prepare step / context |
